# + tags=["hide_inp"]

desc = """
### Gradio Tool

Chain that ask for a command-line question and then runs the bash command. [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/srush/MiniChain/blob/master/examples/bash.ipynb)

(Adapted from LangChain [BashChain](https://langchain.readthedocs.io/en/latest/modules/chains/examples/llm_bash.html))
"""
# -

# $

from minichain import show, prompt, OpenAI
from gradio_tools.tools import StableDiffusionTool, ImageCaptioningTool

class Tool1:
    description: str = "Tool 1"
    def run(self, prompt):
        return prompt

class Tool2:
    description: str = "Tool 2"
    def run(self, prompt):
        return prompt


@prompt(StableDiffusionTool())
def gen(model, query):
    return model(query)

@prompt(ImageCaptioningTool())
def caption(model, img_src):
    return model(img_src)


def gradio_example(query):
    return caption(gen(query))


# $

gradio = show(gradio_example,
              subprompts=[caption],
              examples=['/home/srush/Projects/MiniChain/examples/63dd90c7-9b8d-4ba4-bc07-a378fd932304/tmph3xi9ylr.jpg', 'Make me a flower'],
              out_type="markdown",
              description=desc
              )
if __name__ == "__main__":
    gradio.launch()